Christos Spatharis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Traffic Management

Reinforcement Learning

Bayesian Nonparametric

Stochastic Games

Top Venues

Publications

Theodore Tranos, Christos Spatharis, Konstantinos Blekas, Andreas-Giorgios Stafylopatis
Large-Scale Urban Traffic Management Using Zero-Shot Knowledge Transfer in Multi-Agent Reinforcement Learning for Intersection Patterns. Robotics 13 (7) (2024)
Piyabhum Chaysri, Christos Spatharis, Kostas Vlachos, Konstantinos Blekas
Design and Implementation of a Low-Cost Intelligent Unmanned Surface Vehicle. Sensors 24 (10) (2024)
Christos Spatharis, Konstantinos Blekas
Multiagent reinforcement learning for autonomous driving in traffic zones with unsignalized intersections. J. Intell. Transp. Syst. 28 (1) (2024)
Christos Spatharis, Konstantinos Blekas, George A. Vouros
Modelling flight trajectories with multi-modal generative adversarial imitation learning. Appl. Intell. 54 (11-12) (2024)
Christos Spatharis, Alevizos Bastas, Theocharis Kravaris, Konstantinos Blekas, George A. Vouros, Jose Manuel Cordero Garcia
Hierarchical multiagent reinforcement learning schemes for air traffic management. Neural Comput. Appl. 35 (1) (2023)
Christos Spatharis, Konstantinos Blekas, George A. Vouros
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. SETN (2020)
Christos Spatharis, Konstantinos Blekas
Double deep multiagent reinforcement learning for autonomous driving in traffic maps with road segments and unsignaled intersections. ITSC (2020)
Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros
Collaborative multiagent reinforcement learning schemes for air traffic management. IISA (2019)
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. CoRR (2019)
Christos Spatharis, Theocharis Kravaris, George A. Vouros, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia, Esther Calvo Fernández
Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems. SETN (2018)
Theocharis Kravaris, George A. Vouros, Christos Spatharis, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia
Learning Policies for Resolving Demand-Capacity Imbalances During Pre-tactical Air Traffic Management. MATES (2017)